期刊名称：IOP Conference Series: Earth and Environmental Science
印刷版ISSN：1755-1307
电子版ISSN：1755-1315
出版年度：2019
卷号：315
期号：3
页码：1-9
DOI：10.1088/1755-1315/315/3/032004
出版社：IOP Publishing
摘要：The management of municipalities is becoming more and more difficult every year: the complexity of urban infrastructure is increasing, road traffic is growing, and new communications are emerging. In the context of the development of modern Russian cities, the task of transforming inefficiently used public areas comes to the fore. The most promising approach - participatory design - sets the vector for the development of a comfortable urban environment in the Russian Federation. The actual material accumulated at its use allows revealing regularities of occurrence of these or those scenarios of use of public spaces. In the article the example of creation of information system for a choice of suitable scenarios of development of public urban space on the basis of use of a principle of co-projecting is considered. The basic methods of raster maps processing, principles of work with the spatial data for automation of process of city planning on the basis of the forecast of city development are stated. The complex of mathematical models built on the basis of neural networks and analysis of large data sets, which allows with a given probability to forecast the development of urban space on the basis of the data of geoinformation systems and the wishes of users, is described.
